Estimating the Complier Average Causal Effect in Randomised Controlled Trials with Non-Compliance: A Comparative Simulation Study of the Instrumental Variables and Per-Protocol Analyses
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Papazoglou, Theodosios, Waddingham, Ed, Young, Alastair |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Covariance Supervised Principal Component Analysis
par: Papazoglou, Theodosios, et autres
Publié: (2025)
par: Papazoglou, Theodosios, et autres
Publié: (2025)
Nested Instrumental Variables Analysis: Switcher Average Treatment Effect, Identification, Efficient Estimation and Generalizability
par: Wang, Rui, et autres
Publié: (2024)
par: Wang, Rui, et autres
Publié: (2024)
Two-Phase Treatment with Noncompliance: Identifying the Cumulative Average Treatment Effect via Multisite Instrumental Variables
par: Hong, Guanglei, et autres
Publié: (2025)
par: Hong, Guanglei, et autres
Publié: (2025)
Estimating Causal Effects for Binary Outcomes Using Per-Decision Inverse Probability Weighting
par: Bao, Yihan, et autres
Publié: (2023)
par: Bao, Yihan, et autres
Publié: (2023)
Estimating Complier Average Causal Effects with Mixtures of Experts
par: Grolleau, François, et autres
Publié: (2024)
par: Grolleau, François, et autres
Publié: (2024)
Estimation of Heterogeneous Causal Mediation Effects in a Hypertension Treatment Trial
par: Zhao, Yi, et autres
Publié: (2025)
par: Zhao, Yi, et autres
Publié: (2025)
Beyond the Average: Distributional Causal Inference under Imperfect Compliance
par: Byambadalai, Undral, et autres
Publié: (2025)
par: Byambadalai, Undral, et autres
Publié: (2025)
Double Machine Learning Methods for Estimating Average Treatment Effects: A Comparative Study
par: Tan, Xiaoqing, et autres
Publié: (2022)
par: Tan, Xiaoqing, et autres
Publié: (2022)
Mining Causality: AI-Assisted Search for Instrumental Variables
par: Han, Sukjin
Publié: (2024)
par: Han, Sukjin
Publié: (2024)
Instrumental Variable Estimation for Compositional Treatments
par: Ailer, Elisabeth, et autres
Publié: (2021)
par: Ailer, Elisabeth, et autres
Publié: (2021)
Estimating Conditional Average Treatment Effects with Heteroscedasticity by Model Averaging and Matching
par: Shi, Pengfei, et autres
Publié: (2023)
par: Shi, Pengfei, et autres
Publié: (2023)
Two-stage Adaptive Design Cluster Randomised Trials
par: Watson, Samuel I., et autres
Publié: (2026)
par: Watson, Samuel I., et autres
Publié: (2026)
Estimations of the Local Conditional Tail Average Treatment Effect
par: Chen, Le-Yu, et autres
Publié: (2021)
par: Chen, Le-Yu, et autres
Publié: (2021)
Longitudinal Outcomes Truncated by Death: Causal Estimands and Bayesian Estimators
par: Ortholand, Juliette, et autres
Publié: (2026)
par: Ortholand, Juliette, et autres
Publié: (2026)
Comparative Effectiveness Research with Average Hazard for Censored Time-to-Event Outcomes: A Numerical Study
par: Xiong, Hong, et autres
Publié: (2024)
par: Xiong, Hong, et autres
Publié: (2024)
Use of Mobile Application for Improving Drug Compliance and Clinical Outcomes: A Randomized Controlled Trial
par: Pramod Kumar Mehta, et autres
Publié: (2026)
par: Pramod Kumar Mehta, et autres
Publié: (2026)
Estimating the Causal Effect of Redlining on Present-day Air Pollution
par: Zhou, Xiaodan, et autres
Publié: (2025)
par: Zhou, Xiaodan, et autres
Publié: (2025)
A Bayesian Treatment Selection Design for Phase II Randomised Cancer Clinical Trials
par: Komaki, Moka, et autres
Publié: (2025)
par: Komaki, Moka, et autres
Publié: (2025)
Implementing Response-Adaptive Randomisation in Stratified Rare-disease Trials: Design Challenges and Practical Solutions
par: Das, Rajenki, et autres
Publié: (2024)
par: Das, Rajenki, et autres
Publié: (2024)
How to Simulate Realistic Survival Data? A Simulation Study to Compare Realistic Simulation Models
par: Thurow, Maria, et autres
Publié: (2023)
par: Thurow, Maria, et autres
Publié: (2023)
Cost Effectiveness Analyses for Sequential Multiple Assignment Randomized Trials
par: Montoya, Lina M., et autres
Publié: (2025)
par: Montoya, Lina M., et autres
Publié: (2025)
Improving the Estimation of Site-Specific Effects and their Distribution in Multisite Trials
par: Lee, JoonHo, et autres
Publié: (2023)
par: Lee, JoonHo, et autres
Publié: (2023)
Comparing Methods of Expert Elicitation for Treatment Effect or Borrowing Parameters in Standard and Rare Disease Clinical Trials: A Systematic Mapping Study
par: Morgan, Laura M., et autres
Publié: (2025)
par: Morgan, Laura M., et autres
Publié: (2025)
A Bayesian Machine Learning Approach for Estimating Heterogeneous Survivor Causal Effects: Applications to a Critical Care Trial
par: Chen, Xinyuan, et autres
Publié: (2022)
par: Chen, Xinyuan, et autres
Publié: (2022)
A Bayesian Framework for Latent Compliance Modeling in Cluster Randomized Trials with One-Sided Noncompliance
par: Sisti, Anthony, et autres
Publié: (2025)
par: Sisti, Anthony, et autres
Publié: (2025)
Estimating Treatment Effect Heterogeneity in Psychiatry: A Review and Tutorial with Causal Forests
par: Sverdrup, Erik, et autres
Publié: (2024)
par: Sverdrup, Erik, et autres
Publié: (2024)
Estimating the Effects of Heatwaves on Health: A Causal Inference Framework
par: Grossi, Giulio, et autres
Publié: (2025)
par: Grossi, Giulio, et autres
Publié: (2025)
Nonparametric Identification and Estimation of Causal Effects on Latent Outcomes
par: Fu, Jiawei, et autres
Publié: (2026)
par: Fu, Jiawei, et autres
Publié: (2026)
Protocol For An Observational Study On The Effects Of Combinations Of Adverse Childhood Experiences On Adult Depression
par: Zhang, Ruizhe, et autres
Publié: (2025)
par: Zhang, Ruizhe, et autres
Publié: (2025)
Doubly Robust Targeted Estimation of Conditional Average Treatment Effects for Time-to-event Outcomes with Competing Risks
par: Li, Runjia, et autres
Publié: (2024)
par: Li, Runjia, et autres
Publié: (2024)
Complier General Causal Effect in Randomized Controlled Trials with One-Sided Noncompliance
par: Tang, Yin, et autres
Publié: (2025)
par: Tang, Yin, et autres
Publié: (2025)
Integrating Spatial and Temporal Effects in Seat-Belt Compliance Assessment with Telematics Data
par: Dumka, Ashutosh, et autres
Publié: (2025)
par: Dumka, Ashutosh, et autres
Publié: (2025)
Environmental Justice Implications of Power Plant Emissions Control Policies: Heterogeneous Causal Effect Estimation under Bipartite Network Interference
par: Chen, Kevin L., et autres
Publié: (2023)
par: Chen, Kevin L., et autres
Publié: (2023)
Estimating Heterogeneous Causal Effects of High-Dimensional Treatments: Application to Conjoint Analysis
par: Goplerud, Max, et autres
Publié: (2022)
par: Goplerud, Max, et autres
Publié: (2022)
Estimating Interpretable Heterogeneous Treatment Effect with Causal Subgroup Discovery in Survival Outcomes
par: Bo, Na, et autres
Publié: (2024)
par: Bo, Na, et autres
Publié: (2024)
An Estimator-Robust Design for Augmenting Randomized Controlled Trial with External Real-World Data
par: Qiu, Sky, et autres
Publié: (2025)
par: Qiu, Sky, et autres
Publié: (2025)
A hierarchical modelling approach for Bayesian Causal Forests on longitudinal data: A Case Study in Multiple Sclerosis Clinical Trials
par: Prevot, Emma, et autres
Publié: (2025)
par: Prevot, Emma, et autres
Publié: (2025)
Estimation and Inference for Causal Explainability
par: Zhang, Weihan, et autres
Publié: (2025)
par: Zhang, Weihan, et autres
Publié: (2025)
A Precision Trial Case Study for Heterogeneous Treatment Effects in Obstructive Sleep Apnea
par: Maleyeff, Lara, et autres
Publié: (2025)
par: Maleyeff, Lara, et autres
Publié: (2025)
AABC: A Tool for Assessing Arduino Basic Coding Skills
par: Sokratis Tselegkaridis, et autres
Publié: (2025)
par: Sokratis Tselegkaridis, et autres
Publié: (2025)
Documents similaires
-
Covariance Supervised Principal Component Analysis
par: Papazoglou, Theodosios, et autres
Publié: (2025) -
Nested Instrumental Variables Analysis: Switcher Average Treatment Effect, Identification, Efficient Estimation and Generalizability
par: Wang, Rui, et autres
Publié: (2024) -
Two-Phase Treatment with Noncompliance: Identifying the Cumulative Average Treatment Effect via Multisite Instrumental Variables
par: Hong, Guanglei, et autres
Publié: (2025) -
Estimating Causal Effects for Binary Outcomes Using Per-Decision Inverse Probability Weighting
par: Bao, Yihan, et autres
Publié: (2023) -
Estimating Complier Average Causal Effects with Mixtures of Experts
par: Grolleau, François, et autres
Publié: (2024)